Stable concepts, framework concepts, and changing APIs
Practice this questionWANT TO UNDERSTAND THE CONCEPT FIRST?Learn Stable concepts, framework concepts, and changing APIs
| Layer | Examples | How to learn/maintain |
|---|---|---|
| Stable engineering concepts | Authorization, idempotency, provenance, retrieval, evaluation, budgets, state ownership | Understand the problem, invariants, failures, and trade-offs |
| Framework-specific concepts | LangGraph reducers/interrupts, MAF workflows, SDK handoffs, retriever interfaces | Map them to stable concepts and test actual behavior |
| Rapidly changing APIs | Imports, provider event envelopes, model IDs, supported schemas, cloud branding, pricing, protocol versions | Pin compatible versions and consult linked official docs before implementation |
Adapted from 13_AI.MD · “Stable concepts, framework concepts, and changing APIs”. Code examples are study fragments. Difficulty and core labels are editorial estimates; version-specific behavior should be checked against your project.